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# install.packages("TSstudio")
library(TSstudio)
## Warning: package 'TSstudio' was built under R version 3.6.3
data(USgas)
## Warning: package 'forecast' was built under R version 3.6.3
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## # A tibble: 6 x 7
## model_id model notes avg_mape avg_rmse `avg_coverage_8~ `avg_coverage_9~
## <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
## 1 hw HoltW~ HoltWinte~ 0.0482 144. 0.792 0.931
## 2 ets1 ets ETS model~ 0.0526 156. 0.833 0.972
## 3 arima2 arima SARIMA(2,~ 0.0546 163. 0.583 0.819
## 4 ets2 ets ETS model~ 0.0650 185. 0.5 0.792
## 5 tslm tslm tslm mode~ 0.0854 242. 0.319 0.611
## 6 arima1 arima ARIMA(2,1~ 0.163 539. 0.861 0.958
## Warning in ts_grid(USgas, model = "HoltWinters", periods = 6, window_space =
## 6, : The value of the 'alpha' parameter cannot be equal to 0 replacing 0 with
## 1e-5
## Warning in ts_grid(USgas, model = "HoltWinters", periods = 6, window_space =
## 6, : The value of the 'beta' parameter cannot be equal to 0 replacing 0 with
## 1e-5
## Warning in ts_grid(USgas, model = "HoltWinters", periods = 6, window_space =
## 6, : The value of the 'gamma' parameter cannot be equal to 0 replacing 0 with
## 1e-5
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo